Classifications of network traffic using long short-term memory

Starodubtsev D., Varkentin V., Minbaleev A.V.

2021

Аннотация

Currently, there is an active growth in malicious activity in the field of communications. Leakage of confidential information, disruption of various network devices, and a number of other network security issues are issues that need to be actively addressed. At the same time, the means of counteracting malicious activity must comply with modern technologies. Solving the problem of classifying network traffic is one of the ways to protect network devices and communications. This article describes the process of creating an LSTM (Long Short-term Memory) - based application and how to solve the indicated problem.